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Computer-Aided Analysis of 64-Slice Coronary Computed Tomography Angiography: a Comparison with Manual Interpretation

Coronary computed tomography angiography (CCTA) is increasingly used for the assessment of coronary heart disease (CHD) in symptomatic patients. Software applications have recently been developed to facilitate efficient and accurate analysis of CCTA. This study aims to evaluate the clinical applicat...

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Autores principales: J. Abramowicz, Alexander, A. Daubert, Melissa, Malhotra, Vinay, Ferraro, Summer, Ring, Joshua, Goldenberg, Roman, Kam, Michael, Wu, Henley, Kam, Donna, Minton, Aimee, Poon, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PAGEPress Publications, Pavia, Italy 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3805166/
https://www.ncbi.nlm.nih.gov/pubmed/24179636
http://dx.doi.org/10.4081/hi.2013.e2
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author J. Abramowicz, Alexander
A. Daubert, Melissa
Malhotra, Vinay
Ferraro, Summer
Ring, Joshua
Goldenberg, Roman
Kam, Michael
Wu, Henley
Kam, Donna
Minton, Aimee
Poon, Michael
author_facet J. Abramowicz, Alexander
A. Daubert, Melissa
Malhotra, Vinay
Ferraro, Summer
Ring, Joshua
Goldenberg, Roman
Kam, Michael
Wu, Henley
Kam, Donna
Minton, Aimee
Poon, Michael
author_sort J. Abramowicz, Alexander
collection PubMed
description Coronary computed tomography angiography (CCTA) is increasingly used for the assessment of coronary heart disease (CHD) in symptomatic patients. Software applications have recently been developed to facilitate efficient and accurate analysis of CCTA. This study aims to evaluate the clinical application of computer-aided diagnosis (CAD) software for the detection of significant coronary stenosis on CCTA in populations with low (8%), moderate (13%), and high (27%) CHD prevalence. A total of 341 consecutive patients underwent 64-slice CCTA at 3 clinical sites in the United States. CAD software performed automatic detection of significant coronary lesions (>50% stenosis). CAD results were then compared to the consensus manual interpretation of 2 imaging experts. Data analysis was conducted for each patient and segment. The CAD had 100% sensitivity per patient across all 3 clinical sites. Specificity in the low, moderate, and high CHD prevalence populations was 64%, 41%, and 38%, respectively. The negative predictive value at the 3 clinical sites was 100%. The positive predictive value was 22%, 21%, and 38% for the low, moderate, and high CHD prevalence populations, respectively. This study demonstrates the utility of CAD software in 3 distinct clinical settings. In a low-prevalence population, such as seen in the emergency department, CAD can be used as a Computer-Aided Simple Triage tool to assist in diagnostic delineation of acute chest pain. In a higher prevalence population, CAD software is useful as an adjunct for both the experienced and inexperienced reader.
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spelling pubmed-38051662013-10-31 Computer-Aided Analysis of 64-Slice Coronary Computed Tomography Angiography: a Comparison with Manual Interpretation J. Abramowicz, Alexander A. Daubert, Melissa Malhotra, Vinay Ferraro, Summer Ring, Joshua Goldenberg, Roman Kam, Michael Wu, Henley Kam, Donna Minton, Aimee Poon, Michael Heart Int Clinical Investigation Coronary computed tomography angiography (CCTA) is increasingly used for the assessment of coronary heart disease (CHD) in symptomatic patients. Software applications have recently been developed to facilitate efficient and accurate analysis of CCTA. This study aims to evaluate the clinical application of computer-aided diagnosis (CAD) software for the detection of significant coronary stenosis on CCTA in populations with low (8%), moderate (13%), and high (27%) CHD prevalence. A total of 341 consecutive patients underwent 64-slice CCTA at 3 clinical sites in the United States. CAD software performed automatic detection of significant coronary lesions (>50% stenosis). CAD results were then compared to the consensus manual interpretation of 2 imaging experts. Data analysis was conducted for each patient and segment. The CAD had 100% sensitivity per patient across all 3 clinical sites. Specificity in the low, moderate, and high CHD prevalence populations was 64%, 41%, and 38%, respectively. The negative predictive value at the 3 clinical sites was 100%. The positive predictive value was 22%, 21%, and 38% for the low, moderate, and high CHD prevalence populations, respectively. This study demonstrates the utility of CAD software in 3 distinct clinical settings. In a low-prevalence population, such as seen in the emergency department, CAD can be used as a Computer-Aided Simple Triage tool to assist in diagnostic delineation of acute chest pain. In a higher prevalence population, CAD software is useful as an adjunct for both the experienced and inexperienced reader. PAGEPress Publications, Pavia, Italy 2013-01-22 /pmc/articles/PMC3805166/ /pubmed/24179636 http://dx.doi.org/10.4081/hi.2013.e2 Text en ©Copyright A.J. Abramowiczet al. http://creativecommons.org/licenses/by-nc/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Clinical Investigation
J. Abramowicz, Alexander
A. Daubert, Melissa
Malhotra, Vinay
Ferraro, Summer
Ring, Joshua
Goldenberg, Roman
Kam, Michael
Wu, Henley
Kam, Donna
Minton, Aimee
Poon, Michael
Computer-Aided Analysis of 64-Slice Coronary Computed Tomography Angiography: a Comparison with Manual Interpretation
title Computer-Aided Analysis of 64-Slice Coronary Computed Tomography Angiography: a Comparison with Manual Interpretation
title_full Computer-Aided Analysis of 64-Slice Coronary Computed Tomography Angiography: a Comparison with Manual Interpretation
title_fullStr Computer-Aided Analysis of 64-Slice Coronary Computed Tomography Angiography: a Comparison with Manual Interpretation
title_full_unstemmed Computer-Aided Analysis of 64-Slice Coronary Computed Tomography Angiography: a Comparison with Manual Interpretation
title_short Computer-Aided Analysis of 64-Slice Coronary Computed Tomography Angiography: a Comparison with Manual Interpretation
title_sort computer-aided analysis of 64-slice coronary computed tomography angiography: a comparison with manual interpretation
topic Clinical Investigation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3805166/
https://www.ncbi.nlm.nih.gov/pubmed/24179636
http://dx.doi.org/10.4081/hi.2013.e2
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